Shanghang Zhang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
109
Venues
26
Active years
2012–2026
Best venue rank
A*
Where they publish
- A*CVPR26 papers
- A*AAAI12 papers
- A*ICCV11 papers
- A*ICML10 papers
- A*ICLR8 papers
- A*ICRA7 papers
- A*ECCV6 papers
- MulticonferenceICASSP4 papers
- A*ACL3 papers
- A*IJCAI3 papers
- AIROS2 papers
- A*EMNLP2 papers
- AWACV2 papers
- BDCC1 paper
- A*DAC1 paper
- CIGARSS1 paper
- AMICCAI1 paper
- BNOSSDAV1 paper
- AAISTATS1 paper
- A*ICDM1 paper
- A*KDD1 paper
- BICIP1 paper
- AITC1 paper
- CISCAS1 paper
- CPCS1 paper
- CVCIP1 paper
Papers
109 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | FastDriveVLA: Efficient End-to-End Driving via Plug-and-Play Reconstruction-based Token Pruning. | Jiajun Cao, Qizhe Zhang, Peidong Jia, Xuhui Zhao, Bo Lan, Xiaoan Zhang, Lizhuo, Xiaobao Wei, Sixiang Chen, Liyun Li, Xianming Liu, Ming Lu, Yang Wang, Shanghang Zhang |
| 2026 | AAAI | MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs. | Junpeng Ma, Qizhe Zhang, Ming Lu, Zhibin Wang, Qiang Zhou, Jun Song, Shanghang Zhang |
| 2026 | AAAI | MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation. | Rongyu Zhang, Menghang Dong, Yuan Zhang, Liang Heng, Xiaowei Chi, Gaole Dai, Li Du, Dan Wang, Yuan Du, Shanghang Zhang |
| 2026 | ACL | NavA³: Understanding Any Instruction, Navigating Anywhere, Finding Anything. | Lingfeng Zhang, Xiaoshuai Hao, Yingbo Tang, Haoxiang Fu, Xinyu Zheng, Pengwei Wang, Zhongyuan Wang, Wenbo Ding, Shanghang Zhang |
| 2025 | AAAI | DesignEdit: Unify Spatial-Aware Image Editing via Training-free Inpainting with a Multi-Layered Latent Diffusion Framework. | Yueru Jia, Aosong Cheng, Yuhui Yuan, Chuke Wang, Ji Li, Huizhu Jia, Shanghang Zhang |
| 2025 | AAAI | Subgraph Aggregation for Out-of-Distribution Generalization on Graphs. | Bowen Liu, Haoyang Li, Shuning Wang, Shuo Nie, Shanghang Zhang |
| 2025 | AAAI | LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding. | Senqiao Yang, Jiaming Liu, Renrui Zhang, Mingjie Pan, Ziyu Guo, Xiaoqi Li, Zehui Chen, Peng Gao, Hongsheng Li, Yandong Guo, Shanghang Zhang |
| 2025 | ACL | LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information. | Bowen Ping, Jiali Zeng, Fandong Meng, Shuo Wang, Jie Zhou, Shanghang Zhang |
| 2025 | ACL | MapNav: A Novel Memory Representation via Annotated Semantic Maps for VLM-based Vision-and-Language Navigation. | Lingfeng Zhang, Xiaoshuai Hao, Qinwen Xu, Qiang Zhang, Xinyao Zhang, Pengwei Wang, Jing Zhang, Zhongyuan Wang, Shanghang Zhang, Renjing Xu |
| 2025 | CVPR | Object-Centric Prompt-Driven Vision-Language-Action Model for Robotic Manipulation. | Xiaoqi Li, Jingyun Xu, Mingxu Zhang, Jiaming Liu, Yan Shen, Iaroslav Ponomarenko, Jiahui Xu, Liang Heng, Siyuan Huang, Shanghang Zhang, Hao Dong |
| 2025 | CVPR | MoVE-KD: Knowledge Distillation for VLMs with Mixture of Visual Encoders. | Jiajun Cao, Yuan Zhang, Tao Huang, Ming Lu, Qizhe Zhang, Ruichuan An, Ningning Ma, Shanghang Zhang |
| 2025 | CVPR | Segment Any Motion in Videos. | Nan Huang, Wenzhao Zheng, Chenfeng Xu, Kurt Keutzer, Shanghang Zhang, Angjoo Kanazawa, Qianqian Wang |
| 2025 | CVPR | Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation. | Yueru Jia, Jiaming Liu, Sixiang Chen, Chenyang Gu, Zhilue Wang, Longzan Luo, Xiaoqi Li, Pengwei Wang, Zhongyuan Wang, Renrui Zhang, Shanghang Zhang |
| 2025 | CVPR | RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete. | Yuheng Ji, Huajie Tan, Jiayu Shi, Xiaoshuai Hao, Yuan Zhang, Hengyuan Zhang, Pengwei Wang, Mengdi Zhao, Yao Mu, Pengju An, Xinda Xue, Qinghang Su, Huaihai Lyu, Xiaolong Zheng, Jiaming Liu, Zhongyuan Wang, Shanghang Zhang |
| 2025 | CVPR | Decouple Distortion from Perception: Region Adaptive Diffusion for Extreme-low Bitrate Perception Image Compression. | Jinchang Xu, Shaokang Wang, Jintao Chen, Zhe Li, Peidong Jia, Fei Zhao, Guoqing Xiang, Zhijian Hao, Shanghang Zhang, Xiaodong Xie |
| 2025 | DCC | Three-Stage Progressive Pre-Analysis Framework for VMAF Controllable Image Coding. | Shaokang Wang, Guoqing Xiang, Wenzhao Li, Mingyuan Yang, Fan Yang, Shanghang Zhang, Xiaodong Xie, Huizhu Jia |
| 2025 | ICASSP | GaussianEnhancer: A General Rendering Enhancer for Gaussian Splatting. | Chen Zou, Qingsen Ma, Jia Wang, Ming Lu, Shanghang Zhang, Zhaofeng He |
| 2025 | ICASSP | Efficient Quality Controllable Neural Image Compression based on QD-Model. | Shaokang Wang, Guoqing Xiang, Jinchang Xu, Shanghang Zhang, Xiaodong Xie |
| 2025 | ICCV | Research Challenges and Progress in the End-to-End V2X Cooperative Autonomous Driving Competition. | Ruiyang Hao, Haibao Yu, Jiaru Zhong, Chuanye Wang, Jiahao Wang, Yiming Kan, Wenxian Yang, Siqi Fan, Huilin Yin, Jianing Qiu, Yao Mu, Jiankai Sun, Li Chen, Walter Zimmer, Dandan Zhang, Shanghang Zhang, Mac Schwager, Ping Luo, Zaiqing Nie |
| 2025 | ICCV | 4D Visual Pre-Training for Robot Learning. | Chengkai Hou, Yanjie Ze, Yankai Fu, Zeyu Gao, Songbo Hu, Yue Yu, Shanghang Zhang, Huazhe Xu |
| 2025 | ICCV | Authentic 4D Driving Simulation with a Video Generation Model. | Lening Wang, Wenzhao Zheng, Dalong Du, Yunpeng Zhang, Yilong Ren, Han Jiang, Zhiyong Cui, Haiyang Yu, Jie Zhou, Shanghang Zhang |
| 2025 | ICCV | EMD: Explicit Motion Modeling for High-Quality Street Gaussian Splatting. | Xiaobao Wei, Qingpo Wuwu, Zhongyu Zhao, Zhuangzhe Wu, Nan Huang, Ming Lu, Ningning Ma, Shanghang Zhang |
| 2025 | ICCV | Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs. | Qizhe Zhang, Aosong Cheng, Ming Lu, Renrui Zhang, Zhiyong Zhuo, Jiajun Cao, Shaobo Guo, Qi She, Shanghang Zhang |
| 2025 | ICLR | Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want. | Weifeng Lin, Xinyu Wei, Ruichuan An, Peng Gao, Bocheng Zou, Yulin Luo, Siyuan Huang, Shanghang Zhang, Hongsheng Li |
| 2025 | ICLR | Co3Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion. | Xingqun Qi, Yatian Wang, Hengyuan Zhang, Jiahao Pan, Wei Xue, Shanghang Zhang, Wenhan Luo, Qifeng Liu, Yike Guo |
| 2025 | ICLR | MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine. | Renrui Zhang, Xinyu Wei, Dongzhi Jiang, Ziyu Guo, Yichi Zhang, Chengzhuo Tong, Jiaming Liu, Aojun Zhou, Shanghang Zhang, Peng Gao, Hongsheng Li |
| 2025 | ICML | SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference. | Yuan Zhang, Chun-Kai Fan, Junpeng Ma, Wenzhao Zheng, Tao Huang, Kuan Cheng, Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang |
| 2025 | ICML | OmniArch: Building Foundation Model for Scientific Computing. | Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Chonghan Gao, Rongye Shi, Shanghang Zhang, Jianxin Li |
| 2025 | ICML | Empowering World Models with Reflection for Embodied Video Prediction. | Xiaowei Chi, Chun-Kai Fan, Hengyuan Zhang, Xingqun Qi, Rongyu Zhang, Anthony Chen, Chi-Min Chan, Wei Xue, Qifeng Liu, Shanghang Zhang, Yike Guo |
| 2025 | ICML | SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model's Parameter-Efficient Fine-Tuning. | Gaole Dai, Chun-Kai Fan, Yiming Tang, Zhi Zhang, Yuan Zhang, Yulu Gan, Qizhe Zhang, Cheng-Ching Tseng, Shanghang Zhang, Tiejun Huang |
| 2025 | ICML | PINNsAgent: Automated PDE Surrogation with Large Language Models. | Qingpo Wuwu, Chonghan Gao, Tianyu Chen, Yihang Huang, Yuekai Zhang, Jianing Wang, Jianxin Li, Haoyi Zhou, Shanghang Zhang |
| 2025 | IJCAI | FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers. | Tianyu Chen, Haoyi Zhou, Ying Li, Hao Wang, Zhenzhe Zhang, Tianchen Zhu, Shanghang Zhang, Jianxin Li |
| 2025 | ICRA | High-Quality 3D Creation From a Single Image Using Subject-Specific Knowledge Prior. | Nan Huang, Ting Zhang, Yuhui Yuan, Dong Chen, Shanghang Zhang |
| 2025 | ICRA | SliceOcc: Indoor 3D Semantic Occupancy Prediction with Vertical Slice Representation. | Jianing Li, Ming Lu, Juntao Liu, Hao Wang, Chenyang Gu, Wenzhao Zheng, Li Du, Shanghang Zhang |
| 2025 | IROS | RwoR: Generating Robot Demonstrations from Human Hand Collection for Policy Learning without Robot. | Liang Heng, Xiaoqi Li, Shangqing Mao, Jiaming Liu, Ruolin Liu, Jingli Wei, Yu-Kai Wang, Yueru Jia, Chenyang Gu, Rui Zhao, Shanghang Zhang, Hao Dong |
| 2025 | IROS | AffordGrasp: In-Context Affordance Reasoning for Open-Vocabulary Task-Oriented Grasping in Clutter. | Yingbo Tang, Shuaike Zhang, Xiaoshuai Hao, Pengwei Wang, Jianlong Wu, Zhongyuan Wang, Shanghang Zhang |
| 2024 | AAAI | Leveraging Imagery Data with Spatial Point Prior for Weakly Semi-supervised 3D Object Detection. | Hongzhi Gao, Zheng Chen, Zehui Chen, Lin Chen, Jiaming Liu, Shanghang Zhang, Feng Zhao |
| 2024 | AAAI | Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction. | Senqiao Yang, Jiarui Wu, Jiaming Liu, Xiaoqi Li, Qizhe Zhang, Mingjie Pan, Yulu Gan, Zehui Chen, Shanghang Zhang |
| 2024 | AAAI | Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation. | Rongyu Zhang, Yulin Luo, Jiaming Liu, Huanrui Yang, Zhen Dong, Denis A. Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Yuan Du, Shanghang Zhang |
| 2024 | AAAI | FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection. | Dongmei Zhang, Chang Li, Renrui Zhang, Shenghao Xie, Wei Xue, Xiaodong Xie, Shanghang Zhang |
| 2024 | CVPR | Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation. | Jiaming Liu, Ran Xu, Senqiao Yang, Renrui Zhang, Qizhe Zhang, Zehui Chen, Yandong Guo, Shanghang Zhang |
| 2024 | CVPR | Weakly-Supervised Emotion Transition Learning for Diverse 3D Co-Speech Gesture Generation. | Xingqun Qi, Jiahao Pan, Peng Li, Ruibin Yuan, Xiaowei Chi, Mengfei Li, Wenhan Luo, Wei Xue, Shanghang Zhang, Qifeng Liu, Yike Guo |
| 2024 | CVPR | Cloud-Device Collaborative Learning for Multimodal Large Language Models. | Guanqun Wang, Jiaming Liu, Chenxuan Li, Yuan Zhang, Junpeng Ma, Xinyu Wei, Kevin Zhang, Maurice Chong, Renrui Zhang, Yijiang Liu, Shanghang Zhang |
| 2024 | CVPR | NTO3D: Neural Target Object 3D Reconstruction with Segment Anything. | Xiaobao Wei, Renrui Zhang, Jiarui Wu, Jiaming Liu, Ming Lu, Yandong Guo, Shanghang Zhang |
| 2024 | CVPR | PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought. | Junyi Yao, Yijiang Liu, Zhen Dong, Mingfei Guo, Helan Hu, Kurt Keutzer, Li Du, Daquan Zhou, Shanghang Zhang |
| 2024 | CVPR | FreeKD: Knowledge Distillation via Semantic Frequency Prompt. | Yuan Zhang, Tao Huang, Jiaming Liu, Tao Jiang, Kuan Cheng, Shanghang Zhang |
| 2024 | CVPR | Gradient-based Parameter Selection for Efficient Fine-Tuning. | Zhi Zhang, Qizhe Zhang, Zijun Gao, Renrui Zhang, Ekaterina Shutova, Shiji Zhou, Shanghang Zhang |
| 2024 | ECCV | LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model. | Yulin Luo, Ruichuan An, Bocheng Zou, Yiming Tang, Jiaming Liu, Shanghang Zhang |
| 2024 | ECCV | I-MedSAM: Implicit Medical Image Segmentation with Segment Anything. | Xiaobao Wei, Jiajun Cao, Yizhu Jin, Ming Lu, Guangyu Wang, Shanghang Zhang |
| 2024 | EMNLP | Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training. | Xinyan Chen, Jiaxin Ge, Tianjun Zhang, Jiaming Liu, Shanghang Zhang |
| 2024 | EMNLP | Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models. | Shitian Zhao, Renrui Zhang, Xu Luo, Yan Wang, Shanghang Zhang, Peng Gao |
| 2024 | ICLR | ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate. | Chi-Min Chan, Weize Chen, Yusheng Su, Jianxuan Yu, Wei Xue, Shanghang Zhang, Jie Fu, Zhiyuan Liu |
| 2024 | ICLR | ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation. | Jiaming Liu, Senqiao Yang, Peidong Jia, Renrui Zhang, Ming Lu, Yandong Guo, Wei Xue, Shanghang Zhang |
| 2024 | ICML | Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting. | Anthony Chen, Huanrui Yang, Yulu Gan, Denis A. Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang |
| 2024 | ICML | VoroNav: Voronoi-based Zero-shot Object Navigation with Large Language Model. | Pengying Wu, Yao Mu, Bingxian Wu, Yi Hou, Ji Ma, Shanghang Zhang, Chang Liu |
| 2024 | ICML | Compositional Few-Shot Class-Incremental Learning. | Yixiong Zou, Shanghang Zhang, Haichen Zhou, Yuhua Li, Ruixuan Li |
| 2024 | ICRA | BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection. | Jiaming Liu, Rongyu Zhang, Xiaoqi Li, Xiaowei Chi, Zehui Chen, Ming Lu, Yandong Guo, Shanghang Zhang |
| 2024 | ICRA | Unsupervised Spike Depth Estimation via Cross-modality Cross-domain Knowledge Transfer. | Jiaming Liu, Qizhe Zhang, Xiaoqi Li, Jianing Li, Guanqun Wang, Ming Lu, Tiejun Huang, Shanghang Zhang |
| 2024 | ICRA | Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation. | Jiayi Ni, Senqiao Yang, Ran Xu, Jiaming Liu, Xiaoqi Li, Wenyu Jiao, Zehui Chen, Yi Liu, Shanghang Zhang |
| 2024 | ICRA | RenderOcc: Vision-Centric 3D Occupancy Prediction with 2D Rendering Supervision. | Mingjie Pan, Jiaming Liu, Renrui Zhang, Peixiang Huang, Xiaoqi Li, Hongwei Xie, Bing Wang, Li Liu, Shanghang Zhang |
| 2024 | WACV | TCP: Triplet Contrastive-relationship Preserving for Class-Incremental Learning. | Shiyao Li, Xuefei Ning, Shanghang Zhang, Lidong Guo, Tianchen Zhao, Huazhong Yang, Yu Wang |
| 2023 | CVPR | PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection. | Anthony Chen, Kevin Zhang, Renrui Zhang, Zihan Wang, Yuheng Lu, Yandong Guo, Shanghang Zhang |
| 2023 | CVPR | BEV-SAN: Accurate BEV 3D Object Detection via Slice Attention Networks. | Xiaowei Chi, Jiaming Liu, Ming Lu, Rongyu Zhang, Zhaoqing Wang, Yandong Guo, Shanghang Zhang |
| 2023 | CVPR | Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-World. | Yulu Gan, Mingjie Pan, Rongyu Zhang, Zijian Ling, Lingran Zhao, Jiaming Liu, Shanghang Zhang |
| 2023 | CVPR | MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID. | Jianyang Gu, Kai Wang, Hao Luo, Chen Chen, Wei Jiang, Yuqiang Fang, Shanghang Zhang, Yang You, Jian Zhao |
| 2023 | CVPR | NoisyQuant: Noisy Bias-Enhanced Post-Training Activation Quantization for Vision Transformers. | Yijiang Liu, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang |
| 2023 | CVPR | Open-Vocabulary Point-Cloud Object Detection without 3D Annotation. | Yuheng Lu, Chenfeng Xu, Xiaobao Wei, Xiaodong Xie, Masayoshi Tomizuka, Kurt Keutzer, Shanghang Zhang |
| 2023 | CVPR | Annealing-based Label-Transfer Learning for Open World Object Detection. | Yuqing Ma, Hainan Li, Zhange Zhang, Jinyang Guo, Shanghang Zhang, Ruihao Gong, Xianglong Liu |
| 2023 | CVPR | Improving Generalization of Meta-Learning with Inverted Regularization at Inner-Level. | Lianzhe Wang, Shiji Zhou, Shanghang Zhang, Xu Chu, Heng Chang, Wenwu Zhu |
| 2023 | DAC | CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification. | Lirui Xiao, Huanrui Yang, Zhen Dong, Kurt Keutzer, Li Du, Shanghang Zhang |
| 2023 | ICASSP | BadRes: Reveal the Backdoors Through Residual Connection. | Mingrui He, Tianyu Chen, Haoyi Zhou, Shanghang Zhang, Jianxin Li |
| 2023 | ICCV | Q-Diffusion: Quantizing Diffusion Models. | Xiuyu Li, Yijiang Liu, Long Lian, Huanrui Yang, Zhen Dong, Daniel Kang, Shanghang Zhang, Kurt Keutzer |
| 2023 | ICCV | QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection. | Yifan Zhang, Zhen Dong, Huanrui Yang, Ming Lu, Cheng-Ching Tseng, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang |
| 2023 | ICCV | PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning. | Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyu Guo, Ziyao Zeng, Zipeng Qin, Shanghang Zhang, Peng Gao |
| 2023 | ICML | Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks. | Xu Chu, Yujie Jin, Xin Wang, Shanghang Zhang, Yasha Wang, Wenwu Zhu, Hong Mei |
| 2023 | IGARSS | Uncertainty-Aware Dynamic Learning for Cross-Domain Few-Shot Scene Classification from Remote Sensing Imagery. | Can Li, He Chen, Yin Zhuang, Shanghang Zhang |
| 2023 | MICCAI | DiffuseIR: Diffusion Models for Isotropic Reconstruction of 3D Microscopic Images. | Mingjie Pan, Yulu Gan, Fangxu Zhou, Jiaming Liu, Ying Zhang, Aimin Wang, Shanghang Zhang, Dawei Li |
| 2023 | NOSSDAV | RepCaM: Re-parameterization Content-aware Modulation for Neural Video Delivery. | Rongyu Zhang, Lixuan Du, Jiaming Liu, Congcong Song, Fangxin Wang, Xiaoqi Li, Ming Lu, Yandong Guo, Shanghang Zhang |
| 2022 | AISTATS | Online Continual Adaptation with Active Self-Training. | Shiji Zhou, Han Zhao, Shanghang Zhang, Lianzhe Wang, Heng Chang, Zhi Wang, Wenwu Zhu |
| 2022 | CVPR | Delving Deep into the Generalization of Vision Transformers under Distribution Shifts. | Chongzhi Zhang, Mingyuan Zhang, Shanghang Zhang, Daisheng Jin, Qiang Zhou, Zhongang Cai, Haiyu Zhao, Xianglong Liu, Ziwei Liu |
| 2022 | ECCV | Efficient Meta-Tuning for Content-Aware Neural Video Delivery. | Xiaoqi Li, Jiaming Liu, Shizun Wang, Cheng Lyu, Ming Lu, Yurong Chen, Anbang Yao, Yandong Guo, Shanghang Zhang |
| 2022 | ECCV | MTTrans: Cross-domain Object Detection with Mean Teacher Transformer. | Jinze Yu, Jiaming Liu, Xiaobao Wei, Haoyi Zhou, Yohei Nakata, Denis A. Gudovskiy, Tomoyuki Okuno, Jianxin Li, Kurt Keutzer, Shanghang Zhang |
| 2022 | ICLR | Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting. | Shikuang Deng, Yuhang Li, Shanghang Zhang, Shi Gu |
| 2022 | ICML | DNA: Domain Generalization with Diversified Neural Averaging. | Xu Chu, Yujie Jin, Wenwu Zhu, Yasha Wang, Xin Wang, Shanghang Zhang, Hong Mei |
| 2022 | IJCAI | Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data. | Tian Li, Xiang Chen, Zhen Dong, Kurt Keutzer, Shanghang Zhang |
| 2022 | ICRA | Prototype-Voxel Contrastive Learning for LiDAR Point Cloud Panoptic Segmentation. | Minzhe Liu, Qiang Zhou, Hengshuang Zhao, Jianing Li, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang |
| 2022 | WACV | Self-Supervised Pretraining Improves Self-Supervised Pretraining. | Colorado J. Reed, Xiangyu Yue, Ani Nrusimha, Sayna Ebrahimi, Vivek Vijaykumar, Richard Mao, Bo Li, Shanghang Zhang, Devin Guillory, Sean Metzger, Kurt Keutzer, Trevor Darrell |
| 2021 | AAAI | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting. | Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wancai Zhang |
| 2021 | CVPR | Learning Invariant Representations and Risks for Semi-Supervised Domain Adaptation. | Bo Li, Yezhen Wang, Shanghang Zhang, Dongsheng Li, Kurt Keutzer, Trevor Darrell, Han Zhao |
| 2021 | CVPR | Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation. | Xiangyu Yue, Zangwei Zheng, Shanghang Zhang, Yang Gao, Trevor Darrell, Kurt Keutzer, Alberto L. Sangiovanni-Vincentelli |
| 2021 | ICASSP | Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization. | Tian Li, Xiang Chen, Shanghang Zhang, Zhen Dong, Kurt Keutzer |
| 2021 | ICCV | Contrastive Multimodal Fusion with TupleInfoNCE. | Yunze Liu, Qingnan Fan, Shanghang Zhang, Hao Dong, Thomas A. Funkhouser, Li Yi |
| 2021 | ICCV | Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency. | Zhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao, Shuai Yi, Shijian Lu, Hongsheng Li, Shanghang Zhang, Ziwei Liu |
| 2021 | ICDM | MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series. | Shuai Zhang, Jianxin Li, Haoyi Zhou, Qishan Zhu, Shanghang Zhang, Danding Wang |
| 2021 | ICLR | Decoupling Global and Local Representations via Invertible Generative Flows. | Xuezhe Ma, Xiang Kong, Shanghang Zhang, Eduard H. Hovy |
| 2021 | KDD | Triplet Attention: Rethinking the Similarity in Transformers. | Haoyi Zhou, Jianxin Li, Jieqi Peng, Shuai Zhang, Shanghang Zhang |
| 2020 | AAAI | Multi-Source Distilling Domain Adaptation. | Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer |
| 2020 | ECCV | TCGM: An Information-Theoretic Framework for Semi-supervised Multi-modality Learning. | Xinwei Sun, Yilun Xu, Peng Cao, Yuqing Kong, Lingjing Hu, Shanghang Zhang, Yizhou Wang |
| 2020 | ECCV | Instance Adaptive Self-training for Unsupervised Domain Adaptation. | Ke Mei, Chuang Zhu, Jiaqi Zou, Shanghang Zhang |
| 2020 | IJCAI | Generalized Zero-Shot Text Classification for ICD Coding. | Congzheng Song, Shanghang Zhang, Najmeh Sadoughi, Pengtao Xie, Eric P. Xing |
| 2018 | CVPR | Learning to Understand Image Blur. | Shanghang Zhang, Xiaohui Shen, Zhe Lin, Radomr Mech, Joo Paulo Costeira, Jos M. F. Moura |
| 2018 | ICLR | Multiple Source Domain Adaptation with Adversarial Learning. | Han Zhao, Shanghang Zhang, Guanhang Wu, Joo Paulo Costeira, Jos M. F. Moura, Geoffrey J. Gordon |
| 2017 | CVPR | Understanding Traffic Density from Large-Scale Web Camera Data. | Shanghang Zhang, Guanhang Wu, Joo Paulo Costeira, Jos M. F. Moura |
| 2017 | ICCV | FCN-rLSTM: Deep Spatio-Temporal Neural Networks for Vehicle Counting in City Cameras. | Shanghang Zhang, Guanhang Wu, Joo Paulo Costeira, Jos M. F. Moura |
| 2015 | ICIP | Traffic flow from a low frame rate city camera. | Evgeny Toropov, Liangyan Gui, Shanghang Zhang, Satwik Kottur, Jos M. F. Moura |
| 2014 | ITC | Bayesian model fusion: Enabling test cost reduction of analog/RF circuits via wafer-level spatial variation modeling. | Shanghang Zhang, Xin Li, Ronald D. Blanton, Jos Machado da Silva, John M. Carulli Jr., Kenneth M. Butler |
| 2013 | ISCAS | A high-throughput low-latency arithmetic encoder design for HDTV. | Yuan Li, Shanghang Zhang, Huizhu Jia, Xiaodong Xie, Wen Gao |
| 2012 | PCS | A flexible and high-performance hardware video encoder architecture. | Kaijin Wei, Shanghang Zhang, Huizhu Jia, Don Xie, Wen Gao |
| 2012 | VCIP | An efficient foreground-based surveillance video coding scheme in low bit-rate compression. | Shanghang Zhang, Kaijin Wei, Huizhu Jia, Xiaodong Xie, Wen Gao |